How Long to Read Adversarial Robustness for Machine Learning

How Long Does it Take to Read Adversarial Robustness for Machine Learning?

It takes the average reader 5 hours to read Adversarial Robustness for Machine Learning by Pin-Yu Chen

Assuming a reading speed of 250 words per minute. Learn more

Description

Adversarial Robustness for Machine Learning summarizes the recent progress on this topic and introduces popular algorithms on adversarial attack, defense and veri?cation. Sections cover adversarial attack, veri?cation and defense, mainly focusing on image classi?cation applications which are the standard benchmark considered in the adversarial robustness community. Other sections discuss adversarial examples beyond image classification, other threat models beyond testing time attack, and applications on adversarial robustness. For researchers, this book provides a thorough literature review that summarizes latest progress in the area, which can be a good reference for conducting future research. In addition, the book can also be used as a textbook for graduate courses on adversarial robustness or trustworthy machine learning. While machine learning (ML) algorithms have achieved remarkable performance in many applications, recent studies have demonstrated their lack of robustness against adversarial disturbance. The lack of robustness brings security concerns in ML models for real applications such as self-driving cars, robotics controls and healthcare systems. Summarizes the whole field of adversarial robustness for Machine learning models Provides a clearly explained, self-contained reference Introduces formulations, algorithms and intuitions Includes applications based on adversarial robustness

How long is Adversarial Robustness for Machine Learning?

Adversarial Robustness for Machine Learning by Pin-Yu Chen is 300 pages long, and a total of 75,000 words.

This makes it 101% the length of the average book. It also has 92% more words than the average book.

How Long Does it Take to Read Adversarial Robustness for Machine Learning Aloud?

The average oral reading speed is 183 words per minute. This means it takes 6 hours and 49 minutes to read Adversarial Robustness for Machine Learning aloud.

What Reading Level is Adversarial Robustness for Machine Learning?

Adversarial Robustness for Machine Learning is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Adversarial Robustness for Machine Learning?

Adversarial Robustness for Machine Learning by Pin-Yu Chen is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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